NAS-DETR uses a maximum-entropy zero-shot neural architecture search to build a CNN-Transformer backbone for a Deformable-DETR detector, reporting improved sonar object detection on URPC2021 and URPC2022.
Deep learning algorithms for sonar imagery analysis and its application in aquaculture: A review.IEEE Sensors Journal, 23(23):28549–28563, 2023
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Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search
NAS-DETR uses a maximum-entropy zero-shot neural architecture search to build a CNN-Transformer backbone for a Deformable-DETR detector, reporting improved sonar object detection on URPC2021 and URPC2022.